Data cluster

Thailand Store APIs and Retail Location Data.

Store POIs, chain locators, DBD/RD legal and tax identity, ETDA platforms, pharmacies, OTOP, Thong Fah, retail prices, GS1 products, online marketplaces, hours, and inventory caveats.

93 sources Updated 2026-05-11 Download JSON

Best use for travel intelligence

For shopping and essentials, store data is strongest when it separates physical POIs, chain branch truth, legal business identity, VAT/VRT status, regulated licenses, hours, products, prices, and inventory.

What this changes for travelers

OSM / Google / Longdo / NOSTRA / Foursquare: Physical store coordinates, categories, hours, open-now checks, photos, reviews, and search enrichment with licensing caveats.
Brand locators / mall directories: Chain branch existence, store format, floor/unit, services, amenities, and branch-level hours where exposed.
DBD / Revenue Department: Legal entity, commercial-registration, VAT, branch-address, and VAT Refund for Tourist validation.
FDA / Excise / ETDA / OTOP / Thong Fah: Regulated store licenses, platform registry, community products, welfare-card store access, and special retail flags.
DIT / MOC / TPSO / BOT / GS1 / marketplaces: Price context, retail macro signals, product identifiers, and authorized seller/product/order/inventory integrations.

Best sources to start with

Best free physical-store spine: OpenStreetMap / Overpass using shop=*, amenity=marketplace, amenity=pharmacy, brand, operator, contact, opening_hours, and address tags.
Best licensed POI and hours enrichment: Google Places, Longdo, NOSTRA, and Foursquare for place IDs, coordinates, categories, hours, open-now, photos, ratings, reviews, and Thai-local search.
Best chain-branch truth: Brand locators and mall directories such as 7-Eleven, Big C, Lotus's, Makro, HomePro, Boots, Watsons, Central, and tenant pages for branch format, services, hours, floors, and amenities.
Best legal/tax validation: Open DBD and GDX/DBD for legal entities; Revenue Department VAT registrants and VAT Refund for Tourist datasets for tax and tourist-refund validation.
Best regulated and special-store layers: Thai FDA for drug-place/pharmacy licenses, Excise for controlled retail licenses, ETDA for digital platforms, OTOP/Thong Fah/Farm Outlet for community and welfare retail.
Best product, price, and inventory context: DIT/MOC price APIs, TPSO/BOT retail indexes, GS1 Thailand product IDs, and authorized Shopee/Lazada/LINE MAN/Wongnai or retailer APIs for seller-owned catalog/order/inventory data.

Official / agency sources

37 of 93 sources look official or agency-backed.

API/feed candidates

63 sources expose API, feed, CKAN/DataStore, JSON, XML, or similar machine-readable access.

Near-real-time signals

9 sources have live, hourly, event-driven, warning, or frequent update language.

Developer note

Use OSM/POI vendors for locations and hours, brand locators for branch truth, DBD/RD/FDA/Excise/ETDA for legal and regulated identity, and marketplace/retailer APIs only when authorized.

Last checked and source confidence

Last checked: 2026-05-11.

Source confidence: This cluster is strongest when several sources describe the same traveler problem from different angles: official context, machine-readable feeds, and slower fallback documentation.

Catalogs and discovery

Thai-GDC / Open-D agency catalogs

Many Thai agency portals share the same CKAN/Open-D patterns.

CKAN/DataStore Fuel, gas stations, and energy prices

Bangchak oil price widget and historical prices

Bangchak current and historical retail fuel prices for brand-level Thai fuel price comparison. Treat as operator/brand reference pricing, not a guaranteed per-station price.

Official public oil price pages, widget/iframe surfaces, historical price page, and API-like widget endpoint Fuel, gas stations, and energy prices

Caltex Thailand fuel prices

Current Caltex retail fuel prices for Bangkok, Nonthaburi, Pathum Thani, and Samut Prakan. Page explicitly notes prices exclude local maintenance tax, so store price scope and tax caveat.

Official public web price page and station-finder links Fuel, gas stations, and energy prices

EPPO petroleum prices and API documentation

Energy Policy and Planning Office source for official petroleum prices, Bangkok retail prices, wholesale/refinery prices, Oil Fund levies, LPG/NGV price structure, exchange-rate context, and petroleum statistics. Use as national price/statistics backbone, not per-station pump price.

Official public API documentation, petroleum price tables, statistics pages, and request/registration-style API surfaces Fuel, gas stations, and energy prices

Foursquare gas station POI enrichment

Use as commercial enrichment for gas station POI matching, categories, hours, photos, popularity, and review-style context. Not an official Thai station registry or pump-price source.

Commercial Places API for POI metadata, categories, photos, tips, ratings, and hours where available Fuel, gas stations, and energy prices

Fuel brand station locators and amenity pages

PTT, Bangchak, Shell, Caltex, PT/PTG, Susco, LPG/NGV operators, and convenience/cafe sub-brands can expose station amenities, products, service centers, opening context, and station-search pages. Brand locators are siloed and should not be treated as national coverage.

Public brand websites, station locators, app surfaces, and service/amenity pages Fuel, gas stations, and energy prices

Google Places fuelOptions for gas stations

Google Places can expose gas station fuelOptions, last-known fuelPrices, update time, opening hours, EV charge options, reviews, ratings, photos, phone, website, and operational status. Licensing and field-mask pricing are critical.

Google Places API with field-mask controlled place details and fuelOptions/fuelPrices where available Fuel, gas stations, and energy prices

NOSTRA fuel price by point and administrative APIs

NOSTRA developer platform lists fuel price by coordinate and by administrative area. Useful for location-based station/brand price lookup, but treat as commercial enrichment rather than open canonical data.

Developer platform APIs for fuel price by point and fuel price by administrative area Fuel, gas stations, and energy prices

OpenStreetMap Thailand fuel station POIs

Crowdsourced station geography for amenity=fuel, brand, operator, opening_hours, fuel:diesel, fuel:lpg, fuel:cng, fuel:e20/e85, payment, toilets, convenience shop, phone, website, and station polygons. Coverage is uneven and prices are not reliable.

OSM/Overpass API and extracts using amenity=fuel and fuel:* tags Justice and legal access

Administrative Court offices and contact pages

Central and regional Administrative Court contact, address, hotline, and administrative-dispute function context. Use for disputes with state agencies or administrative orders, not ordinary civil/criminal court routing.

Official website/contact pages and public location resources where exposed Justice and legal access

CIFS Master Data of Justice APIs

Central Institute of Forensic Science Master Data of Justice resources, including justice master fields and public API resources such as missing-person report office data where exposed.

CIFS open-data/API resources Justice and legal access

DJOP juvenile justice contact-channel dataset

Department of Juvenile Observation and Protection contact channels for central and regional units, juvenile observation centers, training centers, and youth/family justice processes.

DJOP data catalog, XLSX contact-channel dataset Justice and legal access

Lawyers Council of Thailand consultation channels

Professional-body and public legal-consultation context, including central office and hotline references. No complete public API for every licensed lawyer office location was verified.

Official public website/contact pages and consultation hotline information Justice and legal access

Office of the Attorney General legal aid and prosecutor offices

Prosecutor and legal-aid context including public legal-consultation channels, central call center, and regional/provincial prosecutor-office pages. No clean nationwide public office-location API was verified.

Official public pages, regional/provincial office pages, hotline/service pages Justice and legal access

Open DBD legal-service companies

Private law-firm and legal-service company discovery using juristic-person records and legal-activities classifications such as TSIC 69100. Company registration is not the same as licensed lawyer verification.

Public company search/download/API-style surfaces where available Labour, health, and education

Thai FDA Data Catalog

Drug, legal, product, health-product, hazardous-substance, and AMR datasets.

CKAN/XLSX/API where enabled Land and property

Treasury Department land valuation

Land appraisal values and property-valuation resources.

Catalog/DataStore/search/downloads Museums and learning sites

M-Culture museum dataset

Official Ministry of Culture museum dataset collected through provincial cultural offices and the M-Culture system. Useful for listed museum registry fields, categories, and province-level reconciliation.

CKAN/DataStore-style resources, CSV/XML/PDF/Data API where exposed Museums and learning sites

Open DBD museum operators

Private museum, gallery, attraction, and museum-operator company discovery using juristic-person records. Business registration validates an operator entity, not visitor opening status.

Public company search/download/API-style surfaces where available Museums and learning sites

Provincial museum and cultural learning center datasets

Long-tail provincial museum counts, cultural learning centers, local heritage sites, community museums, tourism attractions, and cultural-economy resources.

Provincial GDC/CKAN resources, DataStore APIs, CSV/TSV/JSON/XML where exposed Museums and learning sites

WisdomKing Agricultural Museum datasets

Agricultural museum exhibitions, online visitor statistics, network/learning-center information, sufficiency-economy agriculture content, and museum service statistics.

CKAN/DataStore, CSV/TSV/JSON/XML where exposed Precious metals, gems, and jewelry

Bank of Thailand gold reserves and gold-trading policy context

BOT reserve statistics and gold-related policy context. Use for monetary gold/reserve treatment and online-gold-trading regulatory context, not retail shop pricing.

Official public statistics, policy releases, and regulatory communications Precious metals, gems, and jewelry

DMR mineral potential and geology datasets

Department of Mineral Resources mineral-potential areas, geology, mineral maps, and geospatial layers for mining/mineral-resource context. Useful for gemstone and precious-metal resource geography, not retail pricing.

Government Data Catalog metadata, ArcGIS REST services, GIS layers, HTML/CSV where exposed Precious metals, gems, and jewelry

Gold Traders Association Thailand gold prices

Primary Thai domestic 96.5% gold retail reference, including bullion buy/sell, ornament sell, ornament buyback or tax-base context, announcement date or time, price-change history, member directory, holiday calendar, and calculators. The public latest-price JSON surface can support runtime observation of the national quote. Use it as the national THB-per-baht-weight reference instead of implying province-by-province official gold prices.

Official public website with a published latest-price JSON surface used by the site runtime; redistribution rights should still be reviewed separately Precious metals, gems, and jewelry

IGI gem and diamond verification

IGI verification for natural diamonds, lab-grown diamonds, jewelry, and gem reports. Store as report-specific authenticity enrichment only.

Report-specific public verification and lab service pages Precious metals, gems, and jewelry

LBMA precious metal benchmark prices

Global benchmark prices for precious metals. Use as international context and conversion baseline, not a direct Thai 96.5% gold retail price.

Public benchmark pages; redistribution and derived-data use can require licensing Precious metals, gems, and jewelry

OCPB, AMLO, and consumer/AML rules for gems and gold

Consumer-labeling, disclosure, controlled-label, AML/CFT, reporting, KYC, record-retention, and transaction-threshold context for gold shops, jewelry businesses, gems, diamonds, precious stones, and import/export businesses.

Official public regulatory pages, notices, laws, and guidance; pair with OCPB and agency pages Precious metals, gems, and jewelry

Open DBD gold, gem, and jewelry companies

Juristic-person records for gold shops, jewelry manufacturers, gem dealers, exporters, and related entities. Company registration validates a legal entity, not inventory, lab quality, or retail trust.

Open-DBD datasets and API-style resources Precious metals, gems, and jewelry

OpenStreetMap Thailand gold, gem, and jewelry POIs

Crowdsourced geospatial enrichment for shop=jewelry, shop=gold_buyer, craft=jeweller, craft=lapidary, gem markets, opening_hours, websites, phone, addresses, and map geometry.

OSM/Overpass API and OSM extracts Precious metals, gems, and jewelry

TFEX Gold Futures contract and market data

Gold Futures reference 96.5% gold bullion with 10 and 50 Thai gold baht contract sizes. Use this for contract-unit, formula, settlement, and hedging context rather than as the primary Thai retail gold quote.

Public market pages and contract specifications; production data redistribution may require SET/TFEX licensing Precious metals, gems, and jewelry

TFEX Gold Online Futures and Micro Gold Online Futures

Gold Online Futures and Micro Gold Online Futures expose international-style gold exposure and contract metadata. Keep this separate from domestic 96.5% Thai gold-baht retail pricing.

Public market pages and contract specifications; production data redistribution may require SET/TFEX licensing Precious metals, gems, and jewelry

TISI precious metal and jewelry standards

Thai Industrial Standards Institute standards relevant to precious-metal purity/testing, jewelry methods, and related product standards. Store standard ID, scope, material, method, and effective status.

Official public standards catalog and document pages Precious metals, gems, and jewelry

World Gold Council Goldhub data

Global gold demand, supply, investment, central-bank, and market context. Useful for macro background and Thailand comparisons, not retail pricing.

Public research/data pages and downloads where available Religion, culture, and heritage

DRA Buddhist religious site list

Department of Religious Affairs Buddhist temple list and statistics layer with region, temple name, temple type, sect, wisungkhamsima, subdistrict, district, province, and postal code fields.

CKAN/DataStore, CSV/TSV/JSON/XML where exposed Religion, culture, and heritage

DRA non-Buddhist religious site datasets

Religion-wide context for mosques, Hindu/Brahmin sites, Sikh sites, Catholic churches, and other registered religious-site datasets. Use to avoid treating every religious place as a Buddhist wat.

CKAN/DataStore, XLS/PDF/CSV where exposed Religion, culture, and heritage

Ministry of Culture religious places datasets

Cultural and religious-place datasets, central cultural data, cultural heritage, and religious-site reports. Use as narrative/cultural context rather than canonical wat identity.

Open-data/catalog/API/report surfaces where exposed Religion, culture, and heritage

ONAB temple histories and abandoned temple datasets

Temple history corpus, abandoned temples, central religious property, geospatial religious-property records, meditation centers, and legal/procedure documents. Slow-changing but valuable for history and active/abandoned distinction.

Catalog resources, XLSX/DOCX/PDF/CSV where exposed Restaurants, nightlife, and wellness

Google Places Thailand nightlife venues

Commercial nightlife POI enrichment for bars, pubs, clubs, hours, ratings, photos, phone, website, and business status. Useful for named-venue and district confidence, not a legal alcohol-license registry or live event feed.

Google Places APIs for bars, pubs, clubs, rooftop venues, and live-music venue search plus place details Restaurants, nightlife, and wellness

Google Places Thailand restaurants

Commercial restaurant and cafe POI enrichment for venue names, place IDs, addresses, hours, ratings, reviews, photos, phone, website, and business status. Useful for named-venue discovery and map confidence, not an official Thai food or licensing registry.

Google Places APIs for restaurant place search, place details, photos, reviews, ratings, and selected business attributes Restaurants, nightlife, and wellness

Google Places Thailand spas and massage

Commercial spa and massage POI enrichment for named venues, hours, ratings, reviews, photos, phone, website, and business status. Useful for hotel-adjacent recovery planning, not a medical or regulated-treatment certification layer.

Google Places APIs for spa, massage, and wellness venue search plus place details Restaurants, nightlife, and wellness

OpenStreetMap Thailand spas and massage

Best free spa and massage map spine for venue geometry, names, opening hours, and nearby fallback options. Coverage and tagging depth vary and should not be treated as treatment-quality proof.

OSM extracts and Overpass API using shop=massage, leisure=spa, beauty=spa, opening_hours, and contact tags where mapped Restaurants, nightlife, and wellness

Wongnai restaurant discovery and reviews

Thailand-local restaurant discovery, reviews, menu snapshots, photos, and district familiarity. Useful for named-venue confidence and local food context, but it is not an open canonical bulk API or legal registry.

Public restaurant and cafe discovery website/app plus merchant and partner surfaces where authorized Statistics, economy, and finance

Bank of Thailand API

Exchange rates, interest rates, financial markets, monetary, external, payments, public finance, loans, deposits, and NPLs. In the gold stack, this should act as THB exchange-rate context rather than the primary Thai retail gold quote.

API Statistics, economy, and finance

Bank of Thailand statistics

Canonical Thai central-bank statistics.

Downloads, dashboards, API portal Statistics, economy, and finance

Excise Department Data Catalog

Excise tax datasets and niche categories such as alcohol, tobacco, card import/license data.

CSV/XLS/API/RDF where enabled Statistics, economy, and finance

Open DBD / Department of Business Development

Juristic-person and company-registration data; keep restricted services out of free pipeline.

Public search/download/API where available Stores, retail, and shopping

7-Eleven Thailand store locator

Key chain layer for Thailand convenience stores. Use as branch truth for 7-Eleven where accessible, but keep separate from CP ALL legal entity records, OSM/Google POIs, and inventory/product availability.

Public chain store locator/web surfaces; no documented bulk public API verified Stores, retail, and shopping

Bank of Thailand Retail Sales Index

Macro retail-demand context across categories such as food stores, pharmacies/cosmetics, stalls/markets, department stores, supermarkets, general stores, and internet/mail-order retail. Not a store POI or price feed.

BOT statistical releases and metadata for retail sales index categories based on Revenue Department data Stores, retail, and shopping

Big C store locator

Strong chain source for Big C, Big C Market, Big C Foodplace, Big C Mini, Pure Pharmacy, Depot, and related branch formats. Branch locator is chain-specific, not national retail coverage.

Official Big C public locator with shop type, province, branch, address, GPS, telephone, and store hours where exposed Stores, retail, and shopping

Boots Thailand store locator

Health and beauty/pharmacy chain layer. Pair with Thai FDA drug-place licenses and Google/OSM for pharmacy status, hours, and POI enrichment.

Boots Thailand public store locator or branch pages; mall pages may expose branch address and opening hours Stores, retail, and shopping

Central and mall tenant directories

Best layer for mall units, floors, tenant categories, mall hours, and indoor shopping context. Tenant churn and individual store hours require separate validation.

Public mall, Central, One Bangkok, MBK, and shopping-center tenant directories, floor/category pages, and branch pages where exposed Stores, retail, and shopping

DBD GDX juristic person and commercial registration APIs

High-authority legal identity and commercial-registration context for government or approved integrations. Use separately from public POI and branch data; many fields may be restricted or require agency approval.

Government Data Exchange API layer for DBD juristic-person data and related government data-linkage services Stores, retail, and shopping

Department of Internal Trade retail price and consumer goods data

Useful for retail price context and market trend monitoring, not exact shelf price at a specific store branch. Pair with retailer/marketplace feeds only when authorized.

DIT data catalog, price pages, and CSV/API resources for selected consumer goods, agricultural prices, and market-price datasets Stores, retail, and shopping

ETDA digital platform registry

Identifies registered digital platforms and e-commerce platforms, not every seller on those platforms. Use for online-retail platform compliance context and join to marketplace/API layers only with authorization.

ETDA data catalog CSV datasets for registered/notified digital platform services and e-commerce related statistics Stores, retail, and shopping

Excise Department regulated retail license datasets

Compliance layer for regulated retail categories. Use as a license flag and source link, not as a general store directory or recommendation source.

Excise Department public catalog/search resources for excise-controlled licenses such as liquor, tobacco, cards, and related sale/import/production permissions where published Stores, retail, and shopping

Farm Outlet and agricultural market datasets

Useful for market and producer-retail pages, especially agricultural central markets and local product channels. Not a full consumer store directory.

DIT and provincial catalog resources for agricultural central markets, farm outlet style retail, and agricultural price/market datasets Stores, retail, and shopping

Foursquare retail POI enrichment

Commercial enrichment for store POI matching, hours, reviews, photos, categories, and popularity. It is not an official Thai legal/tax/license registry.

Commercial Places API and data products for POI search, categories, features, hours, photos, tips, ratings, and popularity-style signals Stores, retail, and shopping

Google Places Thailand store POIs and hours

Strongest commercial enrichment layer for store name, address, coordinates, business_status, opening_hours, phone, website, photos, price level, rating, reviews, and operational status. It is not a Thai legal business registry and must not be used as an open canonical database.

Google Places API with field-mask controlled place details, nearby/text search, place IDs, and commercial terms Stores, retail, and shopping

GS1 Thailand GTIN and barcode services

Best product identity layer for GTIN/EAN-13 and barcode-based product matching. It identifies products and parties, not store branch locations or live inventory.

GS1 Thailand membership and barcode/GTIN services for product and supply-chain identification Stores, retail, and shopping

HomePro branch locator

Home improvement and household-retail branch truth. Useful for hours and maps, but inventory/service appointment availability needs retailer APIs or direct integration.

Official HomePro public branch locator and branch pages with address, phone, map, and office hours where exposed Stores, retail, and shopping

Lazada Open Platform Thailand sellers and listings

Online seller/product/inventory layer for authorized Lazada integrations. Public marketplace pages are not a clean open-data replacement.

Lazada Open Platform partner/seller APIs for product, inventory, order, review, store decoration, logistics, and seller operations Stores, retail, and shopping

LINE MAN Wongnai merchant ecosystem

Useful for restaurant/food-shop merchant operations, delivery availability, reviews, and online/offline matching when authorized. Keep separate from public POI data and legal/tax records.

Merchant app and partner ecosystem for restaurant/store information, reviews, delivery orders, CRM, and merchant operations where authorized Stores, retail, and shopping

Longdo Place API Thailand stores

Thailand-local POI/search layer useful for Thai names, address normalization, phone, website, place type, reverse geocoding, and place search. Use as licensed POI enrichment alongside OSM, Google, NOSTRA, and brand locators.

Longdo Place API for reverse geocoding, search/suggest place, smart search, place details, Thai-local addresses, phone, website, and category data Stores, retail, and shopping

Lotus Thailand store locator

Chain branch layer for Lotus's Hypermarket, Talad, Go Fresh, and related formats. Use for branch truth, then enrich hours and reviews via POI sources if allowed.

Official Lotus's public store locator for store formats, locations, and branch search Stores, retail, and shopping

Makro Thailand branch locator

Warehouse/wholesale branch layer for food-service, grocery, and professional buyer use cases. Keep separate from CP/DBD legal identity and retailer-private inventory.

Official Makro public branch/contact pages for wholesale and food-service branch locations and hours where exposed Stores, retail, and shopping

MOC GISProductPrice API

Returns product ID/name/category/unit and date-level price_min/price_max lists and averages. Strong for product price context; not a store-specific shelf-price or inventory API.

Ministry of Commerce Open Data API endpoint for agricultural product price data by product_id and date range Stores, retail, and shopping

NOSTRA Map API Thailand retail POIs

Commercial Thai geospatial/POI enrichment source for store and retail places, coordinates, nearby search, category filtering, routing context, and map-quality validation.

NOSTRA Map developer platform APIs for basemap, web service APIs, POI search, geocoding, routing, and Thai location services Stores, retail, and shopping

Open DBD retail and juristic person records

Official legal-entity layer for checking whether a company exists and what it is registered to do. It does not prove every physical store branch, opening hours, products, reviews, or inventory.

Open-DBD public datasets and API-style catalog resources for juristic-person records, new registrations, dissolved businesses, status, names, capital, objectives, and address fields Stores, retail, and shopping

OpenStreetMap Thailand shop POIs

Best free geospatial store spine. Useful for shop categories, coordinates, polygons, opening_hours, brand, operator, contact tags, wheelchair/accessibility, payment hints, markets, and pharmacies. Coverage is incomplete and it is not legal/tax/license proof.

OSM extracts and Overpass API using shop=*, amenity=marketplace, amenity=pharmacy, brand, operator, opening_hours, address, contact, and payment tags Stores, retail, and shopping

OTOP producer and shop datasets

Community retail layer for OTOP producers, products, categories, provinces, and some shop/community datasets. Producer identity does not always equal a public retail storefront.

OTOP Big Data/API references, provincial GDC datasets, and public OTOP product/operator catalogs where exposed Stores, retail, and shopping

Revenue Department VAT Refund for Tourist shops

Best official layer for stores approved to sell under the VAT Refund for Tourist scheme. Pair with Revenue Department VRT rules, P.P.10 requirements, and store-level POI/hours enrichment.

Revenue Department CSV/catalog dataset and VRT store/navigation systems for approved VAT Refund for Tourist shop operators and establishment addresses Stores, retail, and shopping

Revenue Department VAT registrants

Useful for tax/VAT trust scoring and branch/address validation. A VAT branch can be a store, office, warehouse, or other establishment, so do not treat it as a public-facing retail POI without matching.

Revenue Department data catalog CSV/API-style dataset for active VAT-registered operators and establishment addresses Stores, retail, and shopping

Shopee Open Platform Thailand sellers and listings

Online marketplace integration layer for seller-owned data. Use only for authorized shops/listings/orders/inventory; do not scrape or treat as a public national store registry.

Shopee Open Platform partner/seller APIs for shop, product, order, logistics, promotion, and account operations Stores, retail, and shopping

Thai FDA drug place and pharmacy licenses

Official regulated-store layer for pharmacies and drug places. It does not reliably provide current opening hours, pharmacist schedule, product inventory, or consumer reviews.

Thai FDA data catalog and public search surfaces for drug-place licenses, pharmacy/shop names, province, and license details where exposed Stores, retail, and shopping

Thong Fah Pracharat store data

Important layer for welfare-card and low-price community stores. The app describes nearby search, store name search, location, owner/shop name, address, phone, and map navigation, while many public datasets expose only counts.

DIT Thong Fah Pracharat app surfaces and provincial/GDC datasets for welfare-card/community store counts or store search details where exposed Stores, retail, and shopping

TPSO price indexes and retail economic data

Retail and price-index context for consumer goods and macro retail conditions. Useful for trend pages, not branch-level store prices.

Bureau of Trade and Economic Indices public index pages and downloadable statistics for CPI, PPI, CMI, EXI/IMI, consumer confidence, and related price indicators Stores, retail, and shopping

Watsons Thailand store locator

Health and beauty chain branch layer. Pair with FDA license data where a branch is a licensed pharmacy and with Google/OSM/Longdo for POI enrichment.

Watsons Thailand public store pages/search with store address and opening hours where exposed Tourism and travel

DBD hotel operators

Department of Business Development company-discovery context for hotel, resort, serviced-apartment, and travel-accommodation operators. Useful for legal entity, company status, and registered business-objective checks, not branch-level room inventory or traveler-facing hotel quality.

Public business-search and open-data surfaces for legal-entity lookup where exposed Tourism and travel

Google Places hotels

Commercial accommodation POI enrichment for hotel names, place IDs, addresses, maps, ratings, reviews, photos, phone, website, and open-status context where available. Useful for public-facing hotel discovery, not Thai legal hotel registration or live room inventory.

Google Places APIs for place search, place details, photos, reviews, ratings, and selected accommodation attributes Transport

Amadeus Flight APIs

Flight offers search, routes, inspiration, pricing, and related airline retail APIs. Strong fare-shopping and availability layer, not an official airport or regulator source.

Developer documentation for flight offers, inspiration, routes, and booking-related flows Transport

DLT ride-hailing certification and public guidance

Public guidance on legally certified ride-hailing applications, driver and vehicle requirements, complaint channels, and passenger-safety expectations. Certification status can change, so store source URL, source date, and verification date rather than hardcoding app lists.

Official government guidance page and DLT-linked public notices Transport

Drivehub Thailand car rental marketplace

Thailand car-rental marketplace for self-drive, SUVs, vans, and with-driver services with public price and benefit messaging. Use for supplier and product discovery, not open bulk inventory ingestion.

Public marketplace site and app; no documented open bulk API was verified Transport

Drivemate Thailand car rental and car sharing

Thailand car-rental and car-sharing marketplace with private-owner cars, local rental companies, global brands, airport coverage, and self-drive or with-driver options. Use for marketplace discovery and service-type context, not open bulk inventory ingestion.

Public app listing and consumer marketplace/app surfaces; no documented open bulk API was verified Transport

Duffel Flights API

Modern airline-retail API for flight offers, booking, ancillaries, seat selection, and order management across participating airlines and NDC content.

Developer documentation for flight search, booking, seats, baggage, ancillaries, and order management Transport

Google Places Thailand taxi POIs

Commercial POI layer for taxi stands, operator offices, airport pickup points, opening hours, contact data, reviews, and map links. It is not a legal registry or ride-dispatch feed.

Places API search, nearby search, place details, and place types such as taxi_stand with commercial terms Transport

Google Places Thailand vehicle rental POIs

Commercial POI layer for rental offices, motorcycle-rental shops, airport counters, business status, hours, phone numbers, reviews, and coordinates. It is not a legal company registry or live rental inventory API.

Places API search, nearby search, place details, hours, ratings, photos, and business-status fields with commercial terms Transport

Longdo Place API Thailand taxi POIs

Thailand-local POI/search layer useful for taxi stands, operator offices, Thai-language place names, address normalization, and nearby search. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.

Longdo Place API for Thai-local place search, details, reverse geocoding, phone, website, and category data Transport

Longdo Place API Thailand vehicle rental POIs

Thailand-local POI and search layer useful for rental offices, Thai-language branch names, airport vicinity search, and address normalization. Use as licensed enrichment alongside OSM, Google, and airport/operator pages.

Longdo Place API and related map/place search services for Thai-local search, details, reverse geocoding, phone, website, and category data Transport

NOSTRA Map API Thailand taxi POIs

Commercial Thai location platform for taxi stands, operator offices, airport pickup points, routing, and nearby place enrichment. Treat as licensed POI and routing enrichment, not a legal taxi or dispatch API.

NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services Transport

NOSTRA Map API Thailand vehicle rental POIs

Commercial Thai location platform for rental branches, airport counters, routing, and nearby place enrichment. Treat as licensed POI enrichment, not a legal company or live inventory feed.

NOSTRA Map developer platform APIs for POI search, geocoding, routing, and Thai location services Transport

Open DBD vehicle-rental and leasing companies

Juristic-person registration numbers, Thai and English company names, registration dates, registered capital, business-objective fields, head-office address, and business status for vehicle-rental and leasing operators. Good for legal company identity and discovery, not branch locations or live fleet inventory.

DBD DataWarehouse+, public company-search/download surfaces, and API-style resources where exposed Transport

OpenStreetMap Thailand vehicle rental POIs

Best free geospatial layer for car-rental offices, motorcycle-rental shops, mixed rental stores, names, operator tags, opening_hours, contact data, and address enrichment. Coverage is incomplete and needs validation.

OSM extracts and Overpass API using amenity=car_rental, amenity=motorcycle_rental, bicycle_rental, and shop=rental tags Weather, environment, and disasters

Copernicus Climate Data Store / ERA5

Global climate/reanalysis data filterable to Thailand.

API, NetCDF, GRIB